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Google Cloud Associate Data Practitioner (ADP Exam) Associate-Data-Practitioner Question # 18 Topic 2 Discussion

Google Cloud Associate Data Practitioner (ADP Exam) Associate-Data-Practitioner Question # 18 Topic 2 Discussion

Associate-Data-Practitioner Exam Topic 2 Question 18 Discussion:
Question #: 18
Topic #: 2

Your company is building a near real-time streaming pipeline to process JSON telemetry data from small appliances. You need to process messages arriving at a Pub/Sub topic, capitalize letters in the serial number field, and write results to BigQuery. You want to use a managed service and write a minimal amount of code for underlying transformations. What should you do?


A.

Use a Pub/Sub to BigQuery subscription, write results directly to BigQuery, and schedule a transformation query to run every five minutes.


B.

Use a Pub/Sub to Cloud Storage subscription, write a Cloud Run service that is triggered when objects arrive in the bucket, performs the transformations, and writes the results to BigQuery.


C.

Use the “Pub/Sub to BigQuery” Dataflow template with a UDF, and write the results to BigQuery.


D.

Use a Pub/Sub push subscription, write a Cloud Run service that accepts the messages, performs the transformations, and writes the results to BigQuery.


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